https://huckler2003.github.io/PC_Workman_HCK/blog/ Three weekly series documenting the development of PC Workman, an AI-powered Windows system monitor: Monday Grind Blueprint, Wednesday Code Autopsy, Friday Shipped & Scarred. By Marcin Firmuga, HCK_Labs. en kematex2202@gmail.com (Marcin Firmuga) Thu, 11 Jun 2026 12:00:00 GMT https://dev.to/huckler/i-was-supposed-to-fix-bugs-i-accidentally-built-two-features-instead-pc-workman-178-advanced-a83 https://dev.to/huckler/i-was-supposed-to-fix-bugs-i-accidentally-built-two-features-instead-pc-workman-178-advanced-a83 Fri, 05 Jun 2026 12:00:00 GMT Thermal baseline learning and voltage SPC — the two features that grew out of a bug-fixing week. PC Workman 1.7.8. https://dev.to/huckler/i-built-an-ai-powered-pc-monitor-in-python-28-strangers-shaped-its-brain-pc-workman-176-l4d https://dev.to/huckler/i-built-an-ai-powered-pc-monitor-in-python-28-strangers-shaped-its-brain-pc-workman-176-l4d Thu, 28 May 2026 12:00:00 GMT How 28 community members shaped hck_GPT's 82 intents. DeepMonitor, the 2.5D PC map and Wave 2 of the offline assistant. https://dev.to/huckler/wednesday-code-autopsy-4-the-canvas-arc-nobody-uses-pc-workman-oob https://dev.to/huckler/wednesday-code-autopsy-4-the-canvas-arc-nobody-uses-pc-workman-oob Thu, 16 Apr 2026 12:00:00 GMT Tkinter's create_arc — the forgotten canvas primitive behind PC Workman's driver health gauge. https://dev.to/huckler/pc-workman-v172-i-built-a-driver-booster-competitor-from-scratch-fixes-monday-grind-blueprint-3393 https://dev.to/huckler/pc-workman-v172-i-built-a-driver-booster-competitor-from-scratch-fixes-monday-grind-blueprint-3393 Mon, 13 Apr 2026 12:00:00 GMT The week's plan: driver health scanning without the bloatware — what became First Setup & Drivers. https://dev.to/huckler/friday-shipped-scarred-3-pc-workman-171-the-foundation-great-release-10aj https://dev.to/huckler/friday-shipped-scarred-3-pc-workman-171-the-foundation-great-release-10aj Fri, 10 Apr 2026 12:00:00 GMT Stats Engine v2 shipped: the SQLite time-series pipeline every later feature stands on. https://dev.to/huckler/monday-grind-blueprint-2-80-processes-explained-3-issues-targeted-1-week-to-ship-785 https://dev.to/huckler/monday-grind-blueprint-2-80-processes-explained-3-issues-targeted-1-week-to-ship-785 Mon, 06 Apr 2026 12:00:00 GMT Growing the process library and committing publicly to three community-reported issues in one week. https://dev.to/huckler/friday-shipped-scarred-1-the-day-git-force-deleted-130-pc-workman-commits-i-got-90-back-1947 https://dev.to/huckler/friday-shipped-scarred-1-the-day-git-force-deleted-130-pc-workman-commits-i-got-90-back-1947 Fri, 27 Mar 2026 12:00:00 GMT The week the repo died on a Tuesday. Recovery via reflog — 90 of 130 commits back — and the backup rule born from it. https://dev.to/huckler/code-autopsy-1-how-90-lines-turned-system-monitoring-into-a-conversation-2jh8 https://dev.to/huckler/code-autopsy-1-how-90-lines-turned-system-monitoring-into-a-conversation-2jh8 Wed, 25 Mar 2026 12:00:00 GMT The first intent parser — the ~90-line seed that grew into hck_GPT's 82 offline intents.